Search Results for author: Senmao Tian

Found 3 papers, 1 papers with code

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Adaptive quantization with mixed-precision based on low-cost proxy

no code implementations • 27 Feb 2024 • Junzhe Chen, Qiao Yang, Senmao Tian, Shunli Zhang

It is critical to deploy complicated neural network models on hardware with limited resources.

Neural Architecture Search Quantization

 
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A Comprehensive Comparison of Projections in Omnidirectional Super-Resolution

no code implementations • 13 Apr 2023 • Huicheng Pi, Senmao Tian, Ming Lu, Jiaming Liu, Yandong Guo, Shunli Zhang

In these works, omnidirectional frames are projected from the 3D sphere to a 2D plane by Equi-Rectangular Projection (ERP).

ERP Super-Resolution

 
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CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network with Large Input

1 code implementation • CVPR 2023 • Senmao Tian, Ming Lu, Jiaming Liu, Yandong Guo, Yurong Chen, Shunli Zhang

Therefore, we design a strategy to build an Edge-to-Bit lookup table that maps the edge score of a patch to the bit of each layer during inference.

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